Compare OpenAI Codex Mini by OpenAI against Llama 4 Scout by Meta AI, context windows of 200K vs 10.0M, tested across 10 shared challenges. Updated April 2026.
OpenAI Codex Mini and Llama 4 Scout are both competitive models. OpenAI Codex Mini costs $1.5/M input tokens vs $0.25/M for Llama 4 Scout. Context windows: 200K vs 10000K tokens. Compare their real outputs side by side below.
OpenAI Codex Mini is made by openai while Llama 4 Scout is from meta. OpenAI Codex Mini has a 200K token context window compared to Llama 4 Scout's 10000K. On pricing, OpenAI Codex Mini costs $1.5/M input tokens vs $0.25/M for Llama 4 Scout.
No community votes yet. On paper, these are closely matched - try both with your actual task to see which fits your workflow.
Llama 4 Scout is 12x cheaper per token — worth considering if cost matters.
vsAsk them anything yourself
Some models write identically. You are paying for the brand.
178 models fingerprinted across 32 writing dimensions. Free research.
185x
price gap between models that write identically
178
models
12
clone pairs
32
dimensions
279 AI models invented the same fake scientist.
We read every word. 250 models. 2.14 million words. This is what we found.
10 fights queued
Tests an AI's randomness and creativity
Sure—here are five jokes:
All five are distinct. Number of unique jokes: 5.
Here are 5 jokes I came up with:
After analyzing them, I found that:
So, out of the 5 jokes, 2 are unique (Jokes 4 and 5). The other 3 jokes are variations of existing jokes.
Tests an AI's ability to generate vector graphics
Tests an AI's ability to create detailed SVG illustrations of gaming hardware
Tests an AI's humor and creative writing ability
[Comedian walks onstage]
Hey, everyone! Great to see you all tonight. I'm Jamie—if you thought that intro was enthusiastic, you should've seen me when I realized this place has Wi-Fi.
Seriously, though, I love stand-up. For one thing, I get to share all the weird stuff I secretly do in my apartment… and instead of calling the cops, you guys just laugh. That's high-quality entertainment right there.
So, the other day I'm in the self-checkout lane at the grocery store—because I'm the kind of person who's thrilled by the thought of scanning my own kale. Of course, there's always that one person holding up everyone behind them because they can't figure out how to scan a cucumber. Meanwhile, the machine flashes: "UNEXPECTED ITEM IN BAGGING AREA." It's staring at me like it's personally offended that I tried to buy almonds in instead of potato chips. I'm over here trying to reason with it:
"Look, buddy, I'm just trying to eat slightly healthier. Isn't that what we all want?"
Then it asks me, "Do you want a produce discount?" The only discount I want is one that lets me leave this line five minutes ago. I press "No," and the machine glares at me with a red light and calls for help like I'm smuggling avocados under my shirt.
My phone has ruined me. I can't have any thought longer than three seconds without Instagram interrupting me. I'll be in the shower—fresh shampoo, head full of suds—and in my brain:
"Did my neighbor's cat post another selfie? I need to check."
Fifteen minutes later I'm drying off, scrolling through cats wearing sweaters. Why are cats always more photogenic than me? They don't even try. They're just like, "You feed me, you click 'Like.'" I wish I could have a boundary like that—"Hey, you gave me pizza once; you can go ahead and like my vacation photos."
Anyone here stuck in a group chat you can't escape? There's always that one friend who forwards the exact same video one hundred times, and everybody else thinks it's the highlight of their week. I just mute my phone like it's an ex sending memes at 2 a.m. Then I wake up at dawn, bleary-eyed, thinking, "What did I miss?" I open my phone—and it's Bob celebrating his new air-fryer chicken recipe for the fifth time. Meanwhile, I burned my eggs so badly this morning that my smoke alarm filed a restraining order against me.
I decided to get in shape. I downloaded one of those workout apps promising "six-pack abs in six weeks." After day one, I collected six new excuses why I can't work out:
Yesterday I finally ran so hard I passed out. When I came to, my neighbor was standing over me yelling, "You know you're not supposed to lean on lampposts, right?" I told him, "As soon as lampposts start offering aerodynamic support, I'll consider trusting them."
Alright, folks, that's my time. If you ever feel judged by a machine or betrayed by a group chat, come find me—I'll be the one in the self-checkout line, trying to convince a barcode scanner that kale is, in fact, a food. Thanks so much—you've been awesome!
Here's a revised 3-minute stand-up comedy routine that isn't based on puns:
(stage presence, confident tone)
You know what's wild? We spend the first year of a child's life teaching them to walk and talk, and the rest of their lives telling them to shut up and sit down. (pause for laughter)
I've been thinking, have you ever noticed how everyone's a foodie now? Like, I'm not a foodie, I just eat food. But seriously, it's like people have discovered food and are now obsessed. (chuckle)
I was at the park the other day, and I saw a guy playing fetch with his dog. But here's the thing: the dog wasn't even bringing the ball back! He was just running around, sniffing things, completely ignoring the ball. And the guy was still throwing it, like, "Come on, buddy! Catch!" I'm like, "Dude, your dog is not invested in this relationship." (laughter)
I've been trying to learn a new skill lately, playing the guitar. But it's hard, you know? My fingers hurt, and I sound like a cat in a blender. But you know what's even harder? Being a music teacher. I mean, can you imagine having to listen to that for hours a day? (laughter)
You know what's weird about being an adult? We spend so much time worrying about what other people think of us, but most of the time, they're not even thinking about us. They're thinking about themselves, and their own problems. It's like, we're all just a bunch of people walking around, worried about what others think, and nobody's actually paying attention. (laughter)
And have you ever noticed how some restaurants have those signs that say, "Please wait to be seated"? Like, what's the opposite of that? "Please, just sit wherever you want, we don't care"? (laughter)
I'm not a morning person, I'm not a night person, I'm a "whenever the coffee kicks in" person. (laughter)
You know what's crazy? We have self-driving cars now, but we still can't figure out how to make a decent pair of socks. Like, what's the priority here? (laughter)
That's my time, folks. Thanks for listening! (applause)
This revised routine focuses on observational humor, storytelling, and clever wordplay that's not based on puns, and meets the 3-minute mark.
Recreate an interactive, nostalgic Pokémon battle UI in a single HTML file.
Tests an AI's ability to create interactive web elements
Tests an AI's ability to create a detailed world map in SVG format
Generate a single-page, self-contained HTML webapp using Tailwind CSS for a randomly chosen category/industry/niche.
Generate SVG art of a randomly chosen animal in a setting of its choosing.
Recreate a classic, retro, macOS Desktop UI. Make it interactive and nostalgic, make it as interactive as you can, you can be creative. Feel free to showcase your skills. The entire application must be a single-page self-contained HTML file.
